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Engineering\u7684\u601d\u8def\u5219\u6fc0\u8fdb\u5f97\u591a\uff1a\u65e2\u7136AI\u5199\u4ee3\u7801\u8d8a\u6765\u8d8a\u5feb\uff0c\u4ee3\u7801\u751f\u4ea7\u6210\u672c\u8d8a\u6765\u8d8a\u4f4e\uff0c\u90a3\u6211\u4eec\u4e3a\u4ec0\u4e48\u8fd8\u8981\u8ffd\u6c42\u901a\u7528\uff1f\u6211\u4eec\u5b8c\u5168\u53ef\u4ee5\u7ed9\u4e0d\u540c\u7684\u6a21\u578b\u3001\u4e0d\u540c\u7684\u786c\u4ef6\u3001\u4e0d\u540c\u7684\u4efb\u52a1\uff0c\u5206\u522b\u5199\u4e13\u7528\u7684\u4ee3\u7801\u3002<\/p>\n<p>\u8fd9\u5c31\u50cf\u4ece\u5de5\u4e1a\u5316\u7684\u6279\u91cf\u751f\u4ea7\uff0c\u56de\u5230\u4e86\u9ad8\u7ea7\u5b9a\u5236\u3002AI\u5c31\u662f\u90a3\u4e2a\u4e0d\u77e5\u75b2\u5026\u7684\u9876\u7ea7\u5de5\u5320\uff0c\u53ef\u4ee5\u4e3a\u6bcf\u4e00\u4e2a\u9700\u6c42\u91cf\u8eab\u6253\u9020\u6700\u9002\u5408\u7684\u4ee3\u7801\u3002<\/p>\n<p>\u4f46AI\u81ea\u5df1\u5199\u9884\u8bad\u7ec3\u6846\u67b6\uff0c\u96be\u70b9\u4e0d\u53ea\u5728\u5199\u4ee3\u7801\u3002\u66f4\u96be\u7684\u662f\uff1a\u5b83\u600e\u4e48\u77e5\u9053\u81ea\u5df1\u5199\u5bf9\u4e86\uff1f\u600e\u4e48\u77e5\u9053\u901f\u5ea6\u591f\u4e0d\u591f\u5feb\uff1f\u600e\u4e48\u77e5\u9053\u663e\u5b58\u3001\u5e76\u884c\u3001\u901a\u4fe1\u3001\u7a33\u5b9a\u6027\u6709\u6ca1\u6709\u95ee\u9898\uff1f<\/p>\n<p>\u8fd9\u5c31\u9700\u8981Harness\u3002<\/p>\n<p>\u54b1\u4eec\u53ef\u4ee5\u628aHarness\u7406\u89e3\u6210\u4e00\u4e2a\u8003\u573a\uff0cAI\u88ab\u653e\u8fdb\u8fd9\u4e2a\u8003\u573a\u91cc\uff0c\u4e00\u8f6e\u8f6e\u751f\u6210\u4ee3\u7801\u3001\u8fd0\u884c\u6d4b\u8bd5\u3001\u62ff\u5230\u53cd\u9988\u3001\u7ee7\u7eed\u4fee\u6539\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u5b8c\u5168\u81ea\u52a8\uff0c\u4e0d\u9700\u8981\u4eba\u7c7b\u5e72\u9884\u3002<\/p>\n<p>\u9762\u58c1\u667a\u80fd\u91c7\u7528\u4e86\u4e09\u9636\u6bb5\u6784\u5efa\u65b9\u6cd5\u8bba\uff1a<\/p>\n<p>\u6700\u7ec8\u7684\u7ed3\u679c\u662f\uff0cForgeTrain\u4e0d\u4ec5\u5728\u529f\u80fd\u4e0a\u5b8c\u5168\u5bf9\u9f50\u4e86\u82f1\u4f1f\u8fbeMegatron\uff0c\u800c\u4e14\u5728\u76f8\u540c\u7684\u786c\u4ef6\u6761\u4ef6\u4e0b\uff0c\u8bad\u7ec3\u901f\u5ea6\u8fd8\u8981\u5feb10%\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\uff0c\u540c\u6837\u7684\u7b97\u529b\uff0c\u7528ForgeTrain\u53ef\u4ee5\u8282\u770110%\u7684\u8bad\u7ec3\u65f6\u95f4\u548c\u6210\u672c\u3002<\/p>\n<p>\u770b\u5230\u8fd9\u91cc\uff0c\u4f60\u53ef\u80fd\u89c9\u5f97\u8fd9\u662f\u4e00\u573a\u5f88\u9177\u7684\u6280\u672f\u79c0\u3002\u4f46\u900f\u8fc7\u73b0\u8c61\u770b\u672c\u8d28\uff0c\u9762\u58c1\u667a\u80fd\u7684\u8fd9\u6b21\u53d1\u5e03\uff0c\u6b63\u5728\u63ed\u793a\u5927\u6a21\u578b\u884c\u4e1a\u6b63\u5728\u53d1\u751f\u7684\u4e00\u573a\u5267\u53d8\u3002<\/p>\n<p>\u9996\u5148\uff0c\u5927\u6a21\u578b\u7684\u7ade\u4e89\uff0c\u6b63\u5728\u4ece\u5806\u8d44\u6e90\u8d70\u5411\u6781\u81f4\u63d0\u6548\u7387\u3002<\/p>\n<p>\u8fc7\u53bb\u51e0\u5e74\uff0c\u6240\u6709\u5927\u6a21\u578b\u5382\u5546\u90fd\u5728\u62fc\u5927\u529b\u51fa\u5947\u8ff9\uff0c\u62fc\u53c2\u6570\u3001\u62fc\u8bed\u6599\u3001\u62fc\u7b97\u529b\u3001\u62fc\u5341\u4e07\u5361\u96c6\u7fa4\u3002\u4f46\u8fd9\u6761Scaling Law\u7684\u8def\uff0c\u5b83\u662f\u6709\u5c3d\u5934\u7684\u3002<\/p>\n<p>\u5f53\u5806\u6599\u8d70\u5230\u5929\u82b1\u677f\uff0c\u63a5\u4e0b\u6765\u7684\u80dc\u8d1f\u624b\u662f\u4ec0\u4e48\uff1f\u662f\u6548\u7387\u3002<\/p>\n<p>\u5728\u540c\u6837\u7684\u7b97\u529b\u9884\u7b97\u4e0b\uff0c\u8c01\u80fd\u4ea7\u51fa\u66f4\u591a\u7684\u7814\u53d1\u8fed\u4ee3\uff1f\u8c01\u7684\u5355\u4ee3\u7814\u53d1\u5468\u671f\u66f4\u77ed\uff1f\u9762\u58c1\u667a\u80fd\u7684AI\u5236\u9020AI\u7ed9\u51fa\u4e86\u7b54\u6848\uff1a<\/p>\n<p>\u7528AI\u53bb\u66ff\u4ee3\u4eba\u7c7b\u7814\u53d1\u7ba1\u7ebf\u4e2d\u7684\u91cd\u590d\u52b3\u52a8\uff0c\u628a\u4eba\u7c7b\u6570\u5468\u7684\u4ee3\u7801\u5f00\u53d1\u538b\u7f29\u5230\u51e0\u5341\u5206\u949f\u3002\u8fd9\u662f\u552f\u4e00\u80fd\u5bf9\u6297\u8d44\u6e90\u74f6\u9888\uff0c\u5b9e\u73b0\u5927\u6a21\u578b\u80fd\u529b\u7ee7\u7eed\u6307\u6570\u7ea7\u6500\u5347\u7684\u89e3\u6cd5\u3002<\/p>\n<p>\u5176\u6b21\uff0cAI\u7814\u7a76\u5458\u7684\u89d2\u8272\uff0c\u6b63\u5728\u53d1\u751f\u4e0d\u53ef\u9006\u8f6c\u7684\u6539\u53d8\u3002<\/p>\n<p>\u5728ForgeTrain\u8fd9\u6837\u7684\u7cfb\u7edf\u91cc\uff0c\u4eba\u7c7b\u7684\u89d2\u8272\u6b63\u5728\u53d1\u751f\u8fc1\u79fb\u3002\u4eceHuman in the loop\uff08\u5728\u5faa\u73af\u4e2d\u6267\u884c\u5177\u4f53\u4ee3\u7801\uff09\u53d8\u6210\u4e86Human on the loop\uff08\u5728\u5faa\u73af\u5916\u8fdb\u884c\u76d1\u7763\u548c\u8bbe\u8ba1\uff09\u3002<\/p>\n<p>\u672a\u6765\u7684AI\u79d1\u5b66\u5bb6\uff0c\u4e0d\u518d\u9700\u8981\u4eb2\u81ea\u53bb\u5199\u90a3\u65e0\u7a77\u65e0\u5c3d\u7684CUDA\u7b97\u5b50\u548c\u5e95\u5c42\u901a\u4fe1\u903b\u8f91\u3002\u4ed6\u4eec\u5c06\u53d8\u6210\u7814\u53d1\u7cfb\u7edf\u7684\u8bbe\u8ba1\u8005\u548c\u5b88\u754c\u8005\u3002\u4ed6\u4eec\u53ea\u9700\u8981\u5b9a\u4e49\u76ee\u6807\u3001\u642d\u5efaHarness\uff0c\u5269\u4e0b\u7684\u810f\u6d3b\u7d2f\u6d3b\uff0c\u5168\u4ea4\u7ed9\u4e0d\u77e5\u75b2\u5026\u7684AI\u53bb\u5b8c\u6210\u3002<\/p>\n<p>\u6700\u540e\uff0c\u5bf9\u4e8e\u56fd\u4ea7\u5927\u6a21\u578b\u548c\u56fd\u4ea7\u82af\u7247\u800c\u8a00\uff0c\u8fd9\u662f\u5f2f\u9053\u8d85\u8f66\u7684\u7edd\u4f73\u5951\u673a\u3002<\/p>\n<p>\u8fc7\u53bb\uff0c\u6211\u4eec\u8bc4\u4ef7\u56fd\u4ea7\u5927\u6a21\u578b\uff0c\u773c\u775b\u603b\u662f\u76ef\u7740\u53c2\u6570\u5927\u5c0f\u3001\u699c\u5355\u8dd1\u5206\u3001\u957f\u6587\u672c\u80fd\u529b\u3002\u4f46\u771f\u6b63\u51b3\u5b9a\u4e00\u5bb6\u516c\u53f8\u3001\u4e00\u4e2a\u751f\u6001\u957f\u671f\u6838\u5fc3\u7ade\u4e89\u529b\u7684\uff0c\u5176\u5b9e\u662f\u5e95\u5c42\u7cfb\u7edf\u2014\u2014\u751f\u4ea7\u6a21\u578b\u7684\u80fd\u529b\u3002<\/p>\n<p>\u8c01\u80fd\u66f4\u5feb\u5730\u8bad\u7ec3\u51fa\u6a21\u578b\uff0c\u8c01\u80fd\u4ee5\u66f4\u4f4e\u7684\u6210\u672c\u8bd5\u9519\uff0c\u8c01\u5c31\u80fd\u5728\u6b8b\u9177\u7684\u767e\u6a21\u5927\u6218\u4e2d\u6d3b\u5230\u6700\u540e\u3002<\/p>\n<p>\u66f4\u6df1\u8fdc\u7684\u6218\u7565\u610f\u4e49\u5728\u4e8e\u56fd\u4ea7\u7b97\u529b\u751f\u6001\u3002\u4f17\u6240\u5468\u77e5\uff0c\u534e\u4e3a\u6607\u817e\u7b49\u56fd\u4ea7\u82af\u7247\u5728\u786c\u4ef6\u7b97\u529b\u4e0a\u6b63\u5728\u75af\u72c2\u8ffd\u8d76\uff0c\u4f46\u6700\u5927\u7684\u77ed\u677f\u5728\u4e8e\u8f6f\u4ef6\u751f\u6001\u3002\u82f1\u4f1f\u8fbe\u6709\u6570\u4ee5\u767e\u4e07\u8ba1\u7684\u5f00\u53d1\u8005\u82b1\u4e86\u5341\u4e94\u5e74\u65f6\u95f4\u8e29\u5751\u3001\u4f18\u5316\uff0c\u8fd9\u662f\u56fd\u4ea7\u82af\u7247\u9760\u4eba\u529b\u5f88\u96be\u5728\u77ed\u65f6\u95f4\u5185\u62b9\u5e73\u7684\u5dee\u8ddd\u3002<\/p>\n<p>\u4f46ForgeTrain\u63d0\u4f9b\u4e86\u4e00\u79cd\u7834\u5c40\u7684\u53ef\u80fd\u3002<\/p>\n<p>\u5982\u679c\u4eba\u4e0d\u591f\uff0c\u90a3\u5c31\u7528AI\u6765\u51d1\uff01\u901a\u8fc7AI\u81ea\u52a8\u751f\u6210\u9002\u914d\u5404\u79cd\u65b0\u6a21\u578b\u3001\u65b0\u786c\u4ef6\u7684\u4e13\u5c5e\u9884\u8bad\u7ec3\u6846\u67b6\uff0c\u56fd\u4ea7\u82af\u7247\u5c06\u6709\u673a\u4f1a\u501f\u7531AI\u7684\u751f\u4ea7\u529b\uff0c\u6781\u5927\u7f29\u77ed\u8ffd\u8d76\u56fd\u9645\u9876\u5c16\u751f\u6001\u7684\u65f6\u95f4\u5dee\u3002<\/p>\n<p>\u5f53AI\u5b66\u4f1a\u4e86\u9020AI\uff0c\u9f7f\u8f6e\u5c31\u5df2\u7ecf\u5f00\u59cb\u52a0\u901f\u8f6c\u52a8\u3002\u4e00\u4e2a\u65b0\u7684\u7eaa\u5143\uff0c\u6b63\u5728\u6211\u4eec\u773c\u524d\u5c55\u5f00\u3002<\/p>\n<p>MiniCPM5-1B 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Face\u94fe\u63a5\uff1ahttps:\/\/huggingface.openbmb.com\/model\/openbmb\/MiniCPM5-1B<\/p>\n<p>GitHub\u94fe\u63a5\uff1ahttps:\/\/github.com\/OpenBMB\/MiniCPM<\/p>\n<p>ModelScope\u94fe\u63a5\uff1ahttps:\/\/modelscope.cn\/models\/OpenBMB\/MiniCPM5-1B<\/p>\n<p>AtomGit\uff1ahttps:\/\/ai.gitcode.com\/OpenBMB\/MiniCPM5-1B<\/p>\n<p>\u9b54\u4e50\u793e\u533a\uff1ahttps:\/\/modelers.cn\/models\/OpenBMB\/MiniCPM5-1B<\/p>\n<p>ForgeTrain\u5f00\u6e90\u94fe\u63a5\uff1ahttps:\/\/github.com\/OpenBMB\/ForgeTrain\uff085.26\u665a\u540e\u4e0a\u7ebf\uff09<\/p>\n<blockquote>\n<p><strong>\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n<p>\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n<p>\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n<p>\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u91d1\u78ca 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